Tabata Koji

タバタコウジ | Tabata Koji

Research field (4)： Intelligent robotics , Perceptual information processing , Robotics and intelligent systems , Intelligent informatics

Research keywords (5)：データマイニング , データ駆動科学 , オンライン学習 , 能動学習 , 機械学習

Research theme for competitive and other funds (3)：

2021 - 2024 Acceleration of the Development of Organic Reactions Based on the Fusion of Automatic Synthesis Robots and Information Science
2019 - 2023 バンディット問題の方策の実用化のための理論の深化
2018 - 2022 Development of efficient multi-armed bandit algorithm for good arm identification and its application

Papers (17)：

Koji Tabata, Hiroyuki Kawagoe, J Nicholas Taylor, Kentaro Mochizuki, Toshiki Kubo, Jean-Emmanuel Clement, Yasuaki Kumamoto, Yoshinori Harada, Atsuyoshi Nakamura, Katsumasa Fujita, et al. On-the-fly Raman microscopy guaranteeing the accuracy of discrimination. Proceedings of the National Academy of Sciences of the United States of America. 2024. 121. 12. e2304866121
Abdul Halim Bhuiyan, Jean-Emmanuel Clément, Zannatul Ferdous, Kentaro Mochizuki, Koji Tabata, James Nicholas Taylor, Yasuaki Kumamoto, Yoshinori Harada, Thomas Bocklitz, Katsumasa Fujita, et al. Differentiability of cell types enhanced by detrending a non-homogeneous pattern in a line-illumination Raman microscope. The Analyst. 2023. 148. 15. 3574-3583
田畑公次, 中村篤祥, 高見亮佑, Joshua Arenson, 和田弥生, Walker Peterson, 合田圭介, 園下将大, 小松崎民樹. 単調増加制約のあるレベルセット推定. 人工知能学会研究会資料人工知能基本問題研究会. 2023. 124. 25-30
Khalifa Mohammad Helal, Harsono Cahyadi, J. Nicholas Taylor, Akira Okajima, Koji Tabata, Yasuaki Kumamoto, Kentaro Mochizuki, Yoshito Itoh, Tetsuro Takamatsu, Hideo Tanaka, et al. Raman imaging of rat non-alcoholic fatty liver tissues reveals distinct biomolecular states. FEBS Letters. 2023
Koji Tabata, Junpei Komiyama, Atsuyoshi Nakamura, Tamiki Komatsuzaki. Posterior Tracking Algorithm for Classification Bandits. AISTATS. 2023. 10994-11022

ｍore...

MISC (3)：

原田義規, CAHYADI Harsono, HELAL Khalifa, 岡嶋亮, 田畑公次, TAYLOR Nick, 熊本康昭, 高松哲郎, 小松崎民樹, 田中秀央. 機械学習による非アルコール性脂肪性肝疾患モデルのラマン分光分析. 日本病理学会会誌. 2018. 107. 1. 368-368
Fast Approximation Algorithm for the 1-Median Problem. 2012. 86. 77-82
TABATA Koji, NAKAMURA Atsuyoshi, KUDO Mineichi. Fast Algorithm for Finding a Graph Node with High Closeness Centrality. IEICE technical report. Theoretical foundations of Computing. 2011. 111. 256. 7-14

Patents (1)：

Professional career (1)：

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